Data Mining Final Project

Grant Gittes

Tejasvi Medi

Shubhrika Sehgal

Data Import / Cleaning

Text Processing

Data Exploration

Cluster anlaysis

Superhost Classification

Logistic Regression

XGBoost

Tuning with HyperOpt

Confusion Matrices and Statistics

LightGBM

Shap Explainer

Price Regression

Linear Regression

Linear Regression (ElasticNet)

XGBoost

Predict a Host's Rating

What are most important factors for 90+ rating?

Price Histogram

Geographical Representation